Dataset statistics
| Number of variables | 20 |
|---|---|
| Number of observations | 1103 |
| Missing cells | 0 |
| Missing cells (%) | 0.0% |
| Duplicate rows | 0 |
| Duplicate rows (%) | 0.0% |
| Total size in memory | 149.8 KiB |
| Average record size in memory | 139.1 B |
Variable types
| Numeric | 13 |
|---|---|
| Categorical | 4 |
| Boolean | 3 |
realSum is highly overall correlated with bedrooms | High correlation |
cleanliness_rating is highly overall correlated with guest_satisfaction_overall | High correlation |
guest_satisfaction_overall is highly overall correlated with cleanliness_rating | High correlation |
bedrooms is highly overall correlated with realSum | High correlation |
dist is highly overall correlated with attr_index and 3 other fields | High correlation |
attr_index is highly overall correlated with dist and 3 other fields | High correlation |
attr_index_norm is highly overall correlated with dist and 3 other fields | High correlation |
rest_index is highly overall correlated with dist and 3 other fields | High correlation |
rest_index_norm is highly overall correlated with dist and 3 other fields | High correlation |
room_type is highly overall correlated with room_shared and 1 other fields | High correlation |
room_shared is highly overall correlated with room_type | High correlation |
room_private is highly overall correlated with room_type | High correlation |
room_shared is highly imbalanced (95.1%) | Imbalance |
Unnamed: 0 is uniformly distributed | Uniform |
Unnamed: 0 has unique values | Unique |
dist has unique values | Unique |
metro_dist has unique values | Unique |
attr_index has unique values | Unique |
attr_index_norm has unique values | Unique |
rest_index has unique values | Unique |
rest_index_norm has unique values | Unique |
bedrooms has 83 (7.5%) zeros | Zeros |
Reproduction
| Analysis started | 2023-08-11 15:53:47.688010 |
|---|---|
| Analysis finished | 2023-08-11 15:54:25.538422 |
| Duration | 37.85 seconds |
| Software version | pandas-profiling v3.6.6 |
| Download configuration | config.json |
Unnamed: 0
Real number (ℝ)
UNIFORM  UNIQUE 
| Distinct | 1103 |
|---|---|
| Distinct (%) | 100.0% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Mean | 551 |
| Minimum | 0 |
|---|---|
| Maximum | 1102 |
| Zeros | 1 |
| Zeros (%) | 0.1% |
| Negative | 0 |
| Negative (%) | 0.0% |
| Memory size | 8.7 KiB |
Quantile statistics
| Minimum | 0 |
|---|---|
| 5-th percentile | 55.1 |
| Q1 | 275.5 |
| median | 551 |
| Q3 | 826.5 |
| 95-th percentile | 1046.9 |
| Maximum | 1102 |
| Range | 1102 |
| Interquartile range (IQR) | 551 |
Descriptive statistics
| Standard deviation | 318.55298 |
|---|---|
| Coefficient of variation (CV) | 0.57813608 |
| Kurtosis | -1.2 |
| Mean | 551 |
| Median Absolute Deviation (MAD) | 276 |
| Skewness | 0 |
| Sum | 607753 |
| Variance | 101476 |
| Monotonicity | Strictly increasing |
| Value | Count | Frequency (%) |
| 0 | 1 | 0.1% |
| 733 | 1 | 0.1% |
| 739 | 1 | 0.1% |
| 738 | 1 | 0.1% |
| 737 | 1 | 0.1% |
| 736 | 1 | 0.1% |
| 735 | 1 | 0.1% |
| 734 | 1 | 0.1% |
| 732 | 1 | 0.1% |
| 758 | 1 | 0.1% |
| Other values (1093) | 1093 |
| Value | Count | Frequency (%) |
| 0 | 1 | |
| 1 | 1 | |
| 2 | 1 | |
| 3 | 1 | |
| 4 | 1 | |
| 5 | 1 | |
| 6 | 1 | |
| 7 | 1 | |
| 8 | 1 | |
| 9 | 1 |
| Value | Count | Frequency (%) |
| 1102 | 1 | |
| 1101 | 1 | |
| 1100 | 1 | |
| 1099 | 1 | |
| 1098 | 1 | |
| 1097 | 1 | |
| 1096 | 1 | |
| 1095 | 1 | |
| 1094 | 1 | |
| 1093 | 1 |
realSum
Real number (ℝ)
| Distinct | 534 |
|---|---|
| Distinct (%) | 48.4% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Mean | 545.02053 |
| Minimum | 128.88712 |
|---|---|
| Maximum | 7782.9072 |
| Zeros | 0 |
| Zeros (%) | 0.0% |
| Negative | 0 |
| Negative (%) | 0.0% |
| Memory size | 8.7 KiB |
Quantile statistics
| Minimum | 128.88712 |
|---|---|
| 5-th percentile | 210.57812 |
| Q1 | 309.79776 |
| median | 430.24863 |
| Q3 | 657.3243 |
| 95-th percentile | 1178.4266 |
| Maximum | 7782.9072 |
| Range | 7654.0201 |
| Interquartile range (IQR) | 347.52654 |
Descriptive statistics
| Standard deviation | 416.97431 |
|---|---|
| Coefficient of variation (CV) | 0.76506167 |
| Kurtosis | 88.040199 |
| Mean | 545.02053 |
| Median Absolute Deviation (MAD) | 150.21208 |
| Skewness | 6.432379 |
| Sum | 601157.64 |
| Variance | 173867.58 |
| Monotonicity | Not monotonic |
| Value | Count | Frequency (%) |
| 614.4400441 | 15 | 1.4% |
| 307.220022 | 11 | 1.0% |
| 393.4572212 | 11 | 1.0% |
| 196.6114405 | 11 | 1.0% |
| 209.0314719 | 10 | 0.9% |
| 552.8085675 | 10 | 0.9% |
| 467.0400487 | 10 | 0.9% |
| 319.6400534 | 10 | 0.9% |
| 737.2343168 | 9 | 0.8% |
| 504.0658027 | 9 | 0.8% |
| Other values (524) | 997 |
| Value | Count | Frequency (%) |
| 128.8871183 | 1 | |
| 143.6505519 | 1 | |
| 144.8222529 | 2 | |
| 161.9290887 | 1 | |
| 165.6785321 | 1 | |
| 167.3189136 | 1 | |
| 175.7551613 | 1 | |
| 177.1612026 | 2 | |
| 178.0985635 | 1 | |
| 180.2076254 | 1 |
| Value | Count | Frequency (%) |
| 7782.907225 | 1 | |
| 3637.663159 | 1 | |
| 3004.944579 | 1 | |
| 2771.307384 | 1 | |
| 2556.183067 | 1 | |
| 2500.878776 | 1 | |
| 2486.115342 | 1 | |
| 2458.228857 | 1 | |
| 2061.959553 | 1 | |
| 2058.210109 | 1 |
room_type
Categorical
| Distinct | 3 |
|---|---|
| Distinct (%) | 0.3% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Memory size | 8.7 KiB |
| Private room | |
|---|---|
| Entire home/apt | |
| Shared room | 6 |
Length
| Max length | 15 |
|---|---|
| Median length | 12 |
| Mean length | 13.457842 |
| Min length | 11 |
Characters and Unicode
| Total characters | 14844 |
|---|---|
| Distinct characters | 17 |
| Distinct categories | 4 ? |
| Distinct scripts | 2 ? |
| Distinct blocks | 1 ? |
Unique
| Unique | 0 ? |
|---|---|
| Unique (%) | 0.0% |
Sample
| 1st row | Private room |
|---|---|
| 2nd row | Private room |
| 3rd row | Private room |
| 4th row | Private room |
| 5th row | Private room |
Common Values
| Value | Count | Frequency (%) |
| Private room | 559 | |
| Entire home/apt | 538 | |
| Shared room | 6 | 0.5% |
Length
Common Values (Plot)
| Value | Count | Frequency (%) |
| room | 565 | |
| private | 559 | |
| entire | 538 | |
| home/apt | 538 | |
| shared | 6 | 0.3% |
Most occurring characters
| Value | Count | Frequency (%) |
| o | 1668 | |
| r | 1668 | |
| e | 1641 | |
| t | 1635 | |
| m | 1103 | |
| a | 1103 | |
| 1103 | ||
| i | 1097 | |
| P | 559 | 3.8% |
| v | 559 | 3.8% |
| Other values (7) | 2708 |
Most occurring categories
| Value | Count | Frequency (%) |
| Lowercase Letter | 12100 | |
| Space Separator | 1103 | 7.4% |
| Uppercase Letter | 1103 | 7.4% |
| Other Punctuation | 538 | 3.6% |
Most frequent character per category
Lowercase Letter
| Value | Count | Frequency (%) |
| o | 1668 | |
| r | 1668 | |
| e | 1641 | |
| t | 1635 | |
| m | 1103 | |
| a | 1103 | |
| i | 1097 | |
| v | 559 | 4.6% |
| h | 544 | 4.5% |
| n | 538 | 4.4% |
| Other values (2) | 544 | 4.5% |
Uppercase Letter
| Value | Count | Frequency (%) |
| P | 559 | |
| E | 538 | |
| S | 6 | 0.5% |
Space Separator
| Value | Count | Frequency (%) |
| 1103 |
Other Punctuation
| Value | Count | Frequency (%) |
| / | 538 |
Most occurring scripts
| Value | Count | Frequency (%) |
| Latin | 13203 | |
| Common | 1641 | 11.1% |
Most frequent character per script
Latin
| Value | Count | Frequency (%) |
| o | 1668 | |
| r | 1668 | |
| e | 1641 | |
| t | 1635 | |
| m | 1103 | |
| a | 1103 | |
| i | 1097 | |
| P | 559 | 4.2% |
| v | 559 | 4.2% |
| h | 544 | 4.1% |
| Other values (5) | 1626 |
Common
| Value | Count | Frequency (%) |
| 1103 | ||
| / | 538 |
Most occurring blocks
| Value | Count | Frequency (%) |
| ASCII | 14844 |
Most frequent character per block
ASCII
| Value | Count | Frequency (%) |
| o | 1668 | |
| r | 1668 | |
| e | 1641 | |
| t | 1635 | |
| m | 1103 | |
| a | 1103 | |
| 1103 | ||
| i | 1097 | |
| P | 559 | 3.8% |
| v | 559 | 3.8% |
| Other values (7) | 2708 |
room_shared
Boolean
HIGH CORRELATION  IMBALANCE 
| Distinct | 2 |
|---|---|
| Distinct (%) | 0.2% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Memory size | 1.2 KiB |
| False | |
|---|---|
| True | 6 |
| Value | Count | Frequency (%) |
| False | 1097 | |
| True | 6 | 0.5% |
room_private
Boolean
| Distinct | 2 |
|---|---|
| Distinct (%) | 0.2% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Memory size | 1.2 KiB |
| True | |
|---|---|
| False |
| Value | Count | Frequency (%) |
| True | 559 | |
| False | 544 |
person_capacity
Categorical
| Distinct | 5 |
|---|---|
| Distinct (%) | 0.5% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Memory size | 8.7 KiB |
| 2.0 | |
|---|---|
| 4.0 | |
| 3.0 | |
| 6.0 | 24 |
| 5.0 | 11 |
Length
| Max length | 3 |
|---|---|
| Median length | 3 |
| Mean length | 3 |
| Min length | 3 |
Characters and Unicode
| Total characters | 3309 |
|---|---|
| Distinct characters | 7 |
| Distinct categories | 2 ? |
| Distinct scripts | 1 ? |
| Distinct blocks | 1 ? |
Unique
| Unique | 0 ? |
|---|---|
| Unique (%) | 0.0% |
Sample
| 1st row | 2.0 |
|---|---|
| 2nd row | 4.0 |
| 3rd row | 2.0 |
| 4th row | 4.0 |
| 5th row | 2.0 |
Common Values
| Value | Count | Frequency (%) |
| 2.0 | 656 | |
| 4.0 | 333 | |
| 3.0 | 79 | 7.2% |
| 6.0 | 24 | 2.2% |
| 5.0 | 11 | 1.0% |
Length
Common Values (Plot)
| Value | Count | Frequency (%) |
| 2.0 | 656 | |
| 4.0 | 333 | |
| 3.0 | 79 | 7.2% |
| 6.0 | 24 | 2.2% |
| 5.0 | 11 | 1.0% |
Most occurring characters
| Value | Count | Frequency (%) |
| . | 1103 | |
| 0 | 1103 | |
| 2 | 656 | |
| 4 | 333 | 10.1% |
| 3 | 79 | 2.4% |
| 6 | 24 | 0.7% |
| 5 | 11 | 0.3% |
Most occurring categories
| Value | Count | Frequency (%) |
| Decimal Number | 2206 | |
| Other Punctuation | 1103 |
Most frequent character per category
Decimal Number
| Value | Count | Frequency (%) |
| 0 | 1103 | |
| 2 | 656 | |
| 4 | 333 | 15.1% |
| 3 | 79 | 3.6% |
| 6 | 24 | 1.1% |
| 5 | 11 | 0.5% |
Other Punctuation
| Value | Count | Frequency (%) |
| . | 1103 |
Most occurring scripts
| Value | Count | Frequency (%) |
| Common | 3309 |
Most frequent character per script
Common
| Value | Count | Frequency (%) |
| . | 1103 | |
| 0 | 1103 | |
| 2 | 656 | |
| 4 | 333 | 10.1% |
| 3 | 79 | 2.4% |
| 6 | 24 | 0.7% |
| 5 | 11 | 0.3% |
Most occurring blocks
| Value | Count | Frequency (%) |
| ASCII | 3309 |
Most frequent character per block
ASCII
| Value | Count | Frequency (%) |
| . | 1103 | |
| 0 | 1103 | |
| 2 | 656 | |
| 4 | 333 | 10.1% |
| 3 | 79 | 2.4% |
| 6 | 24 | 0.7% |
| 5 | 11 | 0.3% |
host_is_superhost
Boolean
| Distinct | 2 |
|---|---|
| Distinct (%) | 0.2% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Memory size | 1.2 KiB |
| False | |
|---|---|
| True |
| Value | Count | Frequency (%) |
| False | 780 | |
| True | 323 |
multi
Categorical
| Distinct | 2 |
|---|---|
| Distinct (%) | 0.2% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Memory size | 8.7 KiB |
| 0 | |
|---|---|
| 1 |
Length
| Max length | 1 |
|---|---|
| Median length | 1 |
| Mean length | 1 |
| Min length | 1 |
Characters and Unicode
| Total characters | 1103 |
|---|---|
| Distinct characters | 2 |
| Distinct categories | 1 ? |
| Distinct scripts | 1 ? |
| Distinct blocks | 1 ? |
Unique
| Unique | 0 ? |
|---|---|
| Unique (%) | 0.0% |
Sample
| 1st row | 1 |
|---|---|
| 2nd row | 0 |
| 3rd row | 0 |
| 4th row | 0 |
| 5th row | 0 |
Common Values
| Value | Count | Frequency (%) |
| 0 | 763 | |
| 1 | 340 |
Length
Common Values (Plot)
| Value | Count | Frequency (%) |
| 0 | 763 | |
| 1 | 340 |
Most occurring characters
| Value | Count | Frequency (%) |
| 0 | 763 | |
| 1 | 340 |
Most occurring categories
| Value | Count | Frequency (%) |
| Decimal Number | 1103 |
Most frequent character per category
Decimal Number
| Value | Count | Frequency (%) |
| 0 | 763 | |
| 1 | 340 |
Most occurring scripts
| Value | Count | Frequency (%) |
| Common | 1103 |
Most frequent character per script
Common
| Value | Count | Frequency (%) |
| 0 | 763 | |
| 1 | 340 |
Most occurring blocks
| Value | Count | Frequency (%) |
| ASCII | 1103 |
Most frequent character per block
ASCII
| Value | Count | Frequency (%) |
| 0 | 763 | |
| 1 | 340 |
biz
Categorical
| Distinct | 2 |
|---|---|
| Distinct (%) | 0.2% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Memory size | 8.7 KiB |
| 0 | |
|---|---|
| 1 |
Length
| Max length | 1 |
|---|---|
| Median length | 1 |
| Mean length | 1 |
| Min length | 1 |
Characters and Unicode
| Total characters | 1103 |
|---|---|
| Distinct characters | 2 |
| Distinct categories | 1 ? |
| Distinct scripts | 1 ? |
| Distinct blocks | 1 ? |
Unique
| Unique | 0 ? |
|---|---|
| Unique (%) | 0.0% |
Sample
| 1st row | 0 |
|---|---|
| 2nd row | 0 |
| 3rd row | 1 |
| 4th row | 1 |
| 5th row | 0 |
Common Values
| Value | Count | Frequency (%) |
| 0 | 976 | |
| 1 | 127 | 11.5% |
Length
Common Values (Plot)
| Value | Count | Frequency (%) |
| 0 | 976 | |
| 1 | 127 | 11.5% |
Most occurring characters
| Value | Count | Frequency (%) |
| 0 | 976 | |
| 1 | 127 | 11.5% |
Most occurring categories
| Value | Count | Frequency (%) |
| Decimal Number | 1103 |
Most frequent character per category
Decimal Number
| Value | Count | Frequency (%) |
| 0 | 976 | |
| 1 | 127 | 11.5% |
Most occurring scripts
| Value | Count | Frequency (%) |
| Common | 1103 |
Most frequent character per script
Common
| Value | Count | Frequency (%) |
| 0 | 976 | |
| 1 | 127 | 11.5% |
Most occurring blocks
| Value | Count | Frequency (%) |
| ASCII | 1103 |
Most frequent character per block
ASCII
| Value | Count | Frequency (%) |
| 0 | 976 | |
| 1 | 127 | 11.5% |
cleanliness_rating
Real number (ℝ)
| Distinct | 7 |
|---|---|
| Distinct (%) | 0.6% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Mean | 9.4614687 |
| Minimum | 4 |
|---|---|
| Maximum | 10 |
| Zeros | 0 |
| Zeros (%) | 0.0% |
| Negative | 0 |
| Negative (%) | 0.0% |
| Memory size | 8.7 KiB |
Quantile statistics
| Minimum | 4 |
|---|---|
| 5-th percentile | 8 |
| Q1 | 9 |
| median | 10 |
| Q3 | 10 |
| 95-th percentile | 10 |
| Maximum | 10 |
| Range | 6 |
| Interquartile range (IQR) | 1 |
Descriptive statistics
| Standard deviation | 0.79820148 |
|---|---|
| Coefficient of variation (CV) | 0.08436338 |
| Kurtosis | 6.7442662 |
| Mean | 9.4614687 |
| Median Absolute Deviation (MAD) | 0 |
| Skewness | -2.0618151 |
| Sum | 10436 |
| Variance | 0.63712561 |
| Monotonicity | Not monotonic |
| Value | Count | Frequency (%) |
| 10 | 659 | |
| 9 | 334 | |
| 8 | 87 | 7.9% |
| 7 | 11 | 1.0% |
| 6 | 9 | 0.8% |
| 4 | 2 | 0.2% |
| 5 | 1 | 0.1% |
| Value | Count | Frequency (%) |
| 4 | 2 | 0.2% |
| 5 | 1 | 0.1% |
| 6 | 9 | 0.8% |
| 7 | 11 | 1.0% |
| 8 | 87 | 7.9% |
| 9 | 334 | |
| 10 | 659 |
| Value | Count | Frequency (%) |
| 10 | 659 | |
| 9 | 334 | |
| 8 | 87 | 7.9% |
| 7 | 11 | 1.0% |
| 6 | 9 | 0.8% |
| 5 | 1 | 0.1% |
| 4 | 2 | 0.2% |
guest_satisfaction_overall
Real number (ℝ)
| Distinct | 32 |
|---|---|
| Distinct (%) | 2.9% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Mean | 94.362647 |
| Minimum | 20 |
|---|---|
| Maximum | 100 |
| Zeros | 0 |
| Zeros (%) | 0.0% |
| Negative | 0 |
| Negative (%) | 0.0% |
| Memory size | 8.7 KiB |
Quantile statistics
| Minimum | 20 |
|---|---|
| 5-th percentile | 84 |
| Q1 | 92 |
| median | 96 |
| Q3 | 98 |
| 95-th percentile | 100 |
| Maximum | 100 |
| Range | 80 |
| Interquartile range (IQR) | 6 |
Descriptive statistics
| Standard deviation | 6.0896912 |
|---|---|
| Coefficient of variation (CV) | 0.064534976 |
| Kurtosis | 26.18274 |
| Mean | 94.362647 |
| Median Absolute Deviation (MAD) | 3 |
| Skewness | -3.383583 |
| Sum | 104082 |
| Variance | 37.084339 |
| Monotonicity | Not monotonic |
| Value | Count | Frequency (%) |
| 100 | 190 | |
| 98 | 122 | |
| 96 | 121 | |
| 97 | 95 | |
| 95 | 82 | |
| 94 | 69 | 6.3% |
| 93 | 67 | 6.1% |
| 99 | 65 | 5.9% |
| 90 | 51 | 4.6% |
| 92 | 48 | 4.4% |
| Other values (22) | 193 |
| Value | Count | Frequency (%) |
| 20 | 1 | 0.1% |
| 47 | 1 | 0.1% |
| 60 | 3 | |
| 65 | 1 | 0.1% |
| 70 | 1 | 0.1% |
| 73 | 1 | 0.1% |
| 74 | 1 | 0.1% |
| 75 | 2 | |
| 76 | 1 | 0.1% |
| 77 | 1 | 0.1% |
| Value | Count | Frequency (%) |
| 100 | 190 | |
| 99 | 65 | 5.9% |
| 98 | 122 | |
| 97 | 95 | |
| 96 | 121 | |
| 95 | 82 | |
| 94 | 69 | 6.3% |
| 93 | 67 | 6.1% |
| 92 | 48 | 4.4% |
| 91 | 30 | 2.7% |
bedrooms
Real number (ℝ)
HIGH CORRELATION  ZEROS 
| Distinct | 6 |
|---|---|
| Distinct (%) | 0.5% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Mean | 1.2828649 |
| Minimum | 0 |
|---|---|
| Maximum | 5 |
| Zeros | 83 |
| Zeros (%) | 7.5% |
| Negative | 0 |
| Negative (%) | 0.0% |
| Memory size | 8.7 KiB |
Quantile statistics
| Minimum | 0 |
|---|---|
| 5-th percentile | 0 |
| Q1 | 1 |
| median | 1 |
| Q3 | 2 |
| 95-th percentile | 3 |
| Maximum | 5 |
| Range | 5 |
| Interquartile range (IQR) | 1 |
Descriptive statistics
| Standard deviation | 0.74017837 |
|---|---|
| Coefficient of variation (CV) | 0.57697296 |
| Kurtosis | 2.1404905 |
| Mean | 1.2828649 |
| Median Absolute Deviation (MAD) | 0 |
| Skewness | 1.1359222 |
| Sum | 1415 |
| Variance | 0.54786402 |
| Monotonicity | Not monotonic |
| Value | Count | Frequency (%) |
| 1 | 719 | |
| 2 | 218 | 19.8% |
| 0 | 83 | 7.5% |
| 3 | 74 | 6.7% |
| 4 | 7 | 0.6% |
| 5 | 2 | 0.2% |
| Value | Count | Frequency (%) |
| 0 | 83 | 7.5% |
| 1 | 719 | |
| 2 | 218 | 19.8% |
| 3 | 74 | 6.7% |
| 4 | 7 | 0.6% |
| 5 | 2 | 0.2% |
| Value | Count | Frequency (%) |
| 5 | 2 | 0.2% |
| 4 | 7 | 0.6% |
| 3 | 74 | 6.7% |
| 2 | 218 | 19.8% |
| 1 | 719 | |
| 0 | 83 | 7.5% |
dist
Real number (ℝ)
HIGH CORRELATION  UNIQUE 
| Distinct | 1103 |
|---|---|
| Distinct (%) | 100.0% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Mean | 2.8416213 |
| Minimum | 0.015058798 |
|---|---|
| Maximum | 11.1871 |
| Zeros | 0 |
| Zeros (%) | 0.0% |
| Negative | 0 |
| Negative (%) | 0.0% |
| Memory size | 8.7 KiB |
Quantile statistics
| Minimum | 0.015058798 |
|---|---|
| 5-th percentile | 0.42700018 |
| Q1 | 1.3020583 |
| median | 2.3413656 |
| Q3 | 3.6481385 |
| 95-th percentile | 7.443446 |
| Maximum | 11.1871 |
| Range | 11.172041 |
| Interquartile range (IQR) | 2.3460802 |
Descriptive statistics
| Standard deviation | 2.1232449 |
|---|---|
| Coefficient of variation (CV) | 0.74719487 |
| Kurtosis | 2.2768627 |
| Mean | 2.8416213 |
| Median Absolute Deviation (MAD) | 1.1738733 |
| Skewness | 1.4569638 |
| Sum | 3134.3083 |
| Variance | 4.5081688 |
| Monotonicity | Not monotonic |
| Value | Count | Frequency (%) |
| 5.022963798 | 1 | 0.1% |
| 1.908567063 | 1 | 0.1% |
| 4.486620645 | 1 | 0.1% |
| 8.436536017 | 1 | 0.1% |
| 1.729196947 | 1 | 0.1% |
| 2.091818702 | 1 | 0.1% |
| 0.4099399981 | 1 | 0.1% |
| 6.842851866 | 1 | 0.1% |
| 1.31950798 | 1 | 0.1% |
| 2.325287056 | 1 | 0.1% |
| Other values (1093) | 1093 |
| Value | Count | Frequency (%) |
| 0.01505879807 | 1 | |
| 0.09965350127 | 1 | |
| 0.1148056768 | 1 | |
| 0.1228203248 | 1 | |
| 0.1386645584 | 1 | |
| 0.1613319628 | 1 | |
| 0.1673131478 | 1 | |
| 0.1757999097 | 1 | |
| 0.1847578359 | 1 | |
| 0.1885288279 | 1 |
| Value | Count | Frequency (%) |
| 11.18710015 | 1 | |
| 11.03804499 | 1 | |
| 11.03773604 | 1 | |
| 10.96723627 | 1 | |
| 10.89864664 | 1 | |
| 10.85349274 | 1 | |
| 10.72982971 | 1 | |
| 10.72348325 | 1 | |
| 10.48852457 | 1 | |
| 10.45321955 | 1 |
metro_dist
Real number (ℝ)
| Distinct | 1103 |
|---|---|
| Distinct (%) | 100.0% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Mean | 1.0894387 |
| Minimum | 0.036529935 |
|---|---|
| Maximum | 4.4119153 |
| Zeros | 0 |
| Zeros (%) | 0.0% |
| Negative | 0 |
| Negative (%) | 0.0% |
| Memory size | 8.7 KiB |
Quantile statistics
| Minimum | 0.036529935 |
|---|---|
| 5-th percentile | 0.19378681 |
| Q1 | 0.46298277 |
| median | 0.85600979 |
| Q3 | 1.5106295 |
| 95-th percentile | 2.9073901 |
| Maximum | 4.4119153 |
| Range | 4.3753854 |
| Interquartile range (IQR) | 1.0476467 |
Descriptive statistics
| Standard deviation | 0.83654649 |
|---|---|
| Coefficient of variation (CV) | 0.76786929 |
| Kurtosis | 1.8106196 |
| Mean | 1.0894387 |
| Median Absolute Deviation (MAD) | 0.47180533 |
| Skewness | 1.3692336 |
| Sum | 1201.6508 |
| Variance | 0.69981002 |
| Monotonicity | Not monotonic |
| Value | Count | Frequency (%) |
| 2.539380003 | 1 | 0.1% |
| 0.6992974213 | 1 | 0.1% |
| 0.7057572605 | 1 | 0.1% |
| 4.030013942 | 1 | 0.1% |
| 0.4963551695 | 1 | 0.1% |
| 1.517031912 | 1 | 0.1% |
| 0.2774761465 | 1 | 0.1% |
| 2.249047727 | 1 | 0.1% |
| 1.233194724 | 1 | 0.1% |
| 1.499233818 | 1 | 0.1% |
| Other values (1093) | 1093 |
| Value | Count | Frequency (%) |
| 0.03652993497 | 1 | |
| 0.0383546937 | 1 | |
| 0.04522023671 | 1 | |
| 0.0484628245 | 1 | |
| 0.05105210307 | 1 | |
| 0.05493078887 | 1 | |
| 0.05679341113 | 1 | |
| 0.05689155184 | 1 | |
| 0.05769814365 | 1 | |
| 0.06871843184 | 1 |
| Value | Count | Frequency (%) |
| 4.411915315 | 1 | |
| 4.143226904 | 1 | |
| 4.135221094 | 1 | |
| 4.095711512 | 1 | |
| 4.030013942 | 1 | |
| 3.95047039 | 1 | |
| 3.946521658 | 1 | |
| 3.929398124 | 1 | |
| 3.911722316 | 1 | |
| 3.882222537 | 1 |
attr_index
Real number (ℝ)
HIGH CORRELATION  UNIQUE 
| Distinct | 1103 |
|---|---|
| Distinct (%) | 100.0% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Mean | 271.0099 |
| Minimum | 40.931415 |
|---|---|
| Maximum | 1888.5504 |
| Zeros | 0 |
| Zeros (%) | 0.0% |
| Negative | 0 |
| Negative (%) | 0.0% |
| Memory size | 8.7 KiB |
Quantile statistics
| Minimum | 40.931415 |
|---|---|
| 5-th percentile | 61.533722 |
| Q1 | 127.90987 |
| median | 208.18031 |
| Q3 | 386.44224 |
| 95-th percentile | 599.62869 |
| Maximum | 1888.5504 |
| Range | 1847.619 |
| Interquartile range (IQR) | 258.53238 |
Descriptive statistics
| Standard deviation | 197.04689 |
|---|---|
| Coefficient of variation (CV) | 0.72708374 |
| Kurtosis | 9.6690992 |
| Mean | 271.0099 |
| Median Absolute Deviation (MAD) | 106.48261 |
| Skewness | 2.057118 |
| Sum | 298923.92 |
| Variance | 38827.477 |
| Monotonicity | Not monotonic |
| Value | Count | Frequency (%) |
| 78.69037927 | 1 | 0.1% |
| 312.7830516 | 1 | 0.1% |
| 106.6760639 | 1 | 0.1% |
| 54.92704857 | 1 | 0.1% |
| 389.7122247 | 1 | 0.1% |
| 322.3916213 | 1 | 0.1% |
| 532.1488235 | 1 | 0.1% |
| 69.38420307 | 1 | 0.1% |
| 344.1277961 | 1 | 0.1% |
| 181.5168762 | 1 | 0.1% |
| Other values (1093) | 1093 |
| Value | Count | Frequency (%) |
| 40.93141537 | 1 | |
| 41.27584675 | 1 | |
| 41.34581474 | 1 | |
| 41.64218464 | 1 | |
| 42.01023157 | 1 | |
| 42.02512119 | 1 | |
| 42.64524544 | 1 | |
| 42.9510542 | 1 | |
| 43.90667928 | 1 | |
| 44.05838787 | 1 |
| Value | Count | Frequency (%) |
| 1888.550428 | 1 | |
| 1861.001507 | 1 | |
| 1502.553669 | 1 | |
| 1238.466777 | 1 | |
| 1171.698732 | 1 | |
| 1030.28114 | 1 | |
| 1029.727093 | 1 | |
| 1003.308116 | 1 | |
| 996.1632313 | 1 | |
| 843.9920247 | 1 |
attr_index_norm
Real number (ℝ)
HIGH CORRELATION  UNIQUE 
| Distinct | 1103 |
|---|---|
| Distinct (%) | 100.0% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Mean | 14.350154 |
| Minimum | 2.1673456 |
|---|---|
| Maximum | 100 |
| Zeros | 0 |
| Zeros (%) | 0.0% |
| Negative | 0 |
| Negative (%) | 0.0% |
| Memory size | 8.7 KiB |
Quantile statistics
| Minimum | 2.1673456 |
|---|---|
| 5-th percentile | 3.2582514 |
| Q1 | 6.7729124 |
| median | 11.023286 |
| Q3 | 20.462373 |
| 95-th percentile | 31.750738 |
| Maximum | 100 |
| Range | 97.832654 |
| Interquartile range (IQR) | 13.689461 |
Descriptive statistics
| Standard deviation | 10.433764 |
|---|---|
| Coefficient of variation (CV) | 0.72708374 |
| Kurtosis | 9.6690992 |
| Mean | 14.350154 |
| Median Absolute Deviation (MAD) | 5.6383252 |
| Skewness | 2.057118 |
| Sum | 15828.22 |
| Variance | 108.86343 |
| Monotonicity | Not monotonic |
| Value | Count | Frequency (%) |
| 4.166707868 | 1 | 0.1% |
| 16.56207041 | 1 | 0.1% |
| 5.648568465 | 1 | 0.1% |
| 2.908423718 | 1 | 0.1% |
| 20.63552124 | 1 | 0.1% |
| 17.07085056 | 1 | 0.1% |
| 28.17763379 | 1 | 0.1% |
| 3.673939655 | 1 | 0.1% |
| 18.22179546 | 1 | 0.1% |
| 9.611439203 | 1 | 0.1% |
| Other values (1093) | 1093 |
| Value | Count | Frequency (%) |
| 2.167345641 | 1 | |
| 2.185583511 | 1 | |
| 2.189288363 | 1 | |
| 2.204981346 | 1 | |
| 2.224469675 | 1 | |
| 2.225258091 | 1 | |
| 2.258094082 | 1 | |
| 2.274286859 | 1 | |
| 2.324887842 | 1 | |
| 2.332920912 | 1 |
| Value | Count | Frequency (%) |
| 100 | 1 | |
| 98.54126635 | 1 | |
| 79.56121514 | 1 | |
| 65.57763876 | 1 | |
| 62.0422264 | 1 | |
| 54.55407092 | 1 | |
| 54.5247338 | 1 | |
| 53.12583138 | 1 | |
| 52.747505 | 1 | |
| 44.6899385 | 1 |
rest_index
Real number (ℝ)
HIGH CORRELATION  UNIQUE 
| Distinct | 1103 |
|---|---|
| Distinct (%) | 100.0% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Mean | 341.54119 |
| Minimum | 50.877318 |
|---|---|
| Maximum | 1435.1024 |
| Zeros | 0 |
| Zeros (%) | 0.0% |
| Negative | 0 |
| Negative (%) | 0.0% |
| Memory size | 8.7 KiB |
Quantile statistics
| Minimum | 50.877318 |
|---|---|
| 5-th percentile | 76.7461 |
| Q1 | 163.46925 |
| median | 260.25703 |
| Q3 | 469.29062 |
| 95-th percentile | 823.21913 |
| Maximum | 1435.1024 |
| Range | 1384.2251 |
| Interquartile range (IQR) | 305.82138 |
Descriptive statistics
| Standard deviation | 236.61108 |
|---|---|
| Coefficient of variation (CV) | 0.69277465 |
| Kurtosis | 0.58047537 |
| Mean | 341.54119 |
| Median Absolute Deviation (MAD) | 131.65548 |
| Skewness | 1.0590337 |
| Sum | 376719.93 |
| Variance | 55984.802 |
| Monotonicity | Not monotonic |
| Value | Count | Frequency (%) |
| 98.25389587 | 1 | 0.1% |
| 424.8028021 | 1 | 0.1% |
| 132.1598902 | 1 | 0.1% |
| 67.75326378 | 1 | 0.1% |
| 432.2252507 | 1 | 0.1% |
| 342.1987911 | 1 | 0.1% |
| 718.0178209 | 1 | 0.1% |
| 85.84094839 | 1 | 0.1% |
| 450.7620228 | 1 | 0.1% |
| 225.6820037 | 1 | 0.1% |
| Other values (1093) | 1093 |
| Value | Count | Frequency (%) |
| 50.87731805 | 1 | |
| 51.29423178 | 1 | |
| 51.38730756 | 1 | |
| 51.79848967 | 1 | |
| 52.24171152 | 1 | |
| 52.24369565 | 1 | |
| 53.03613817 | 1 | |
| 53.51539664 | 1 | |
| 54.66234758 | 1 | |
| 54.83772631 | 1 |
| Value | Count | Frequency (%) |
| 1435.102401 | 1 | |
| 1402.15391 | 1 | |
| 1147.147422 | 1 | |
| 1144.936404 | 1 | |
| 1077.008769 | 1 | |
| 1044.506889 | 1 | |
| 1023.904785 | 1 | |
| 1022.004125 | 1 | |
| 994.770135 | 1 | |
| 969.6423035 | 1 |
rest_index_norm
Real number (ℝ)
HIGH CORRELATION  UNIQUE 
| Distinct | 1103 |
|---|---|
| Distinct (%) | 100.0% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Mean | 23.799081 |
| Minimum | 3.5452047 |
|---|---|
| Maximum | 100 |
| Zeros | 0 |
| Zeros (%) | 0.0% |
| Negative | 0 |
| Negative (%) | 0.0% |
| Memory size | 8.7 KiB |
Quantile statistics
| Minimum | 3.5452047 |
|---|---|
| 5-th percentile | 5.3477787 |
| Q1 | 11.390772 |
| median | 18.135084 |
| Q3 | 32.700846 |
| 95-th percentile | 57.363093 |
| Maximum | 100 |
| Range | 96.454795 |
| Interquartile range (IQR) | 21.310074 |
Descriptive statistics
| Standard deviation | 16.4874 |
|---|---|
| Coefficient of variation (CV) | 0.69277465 |
| Kurtosis | 0.58047537 |
| Mean | 23.799081 |
| Median Absolute Deviation (MAD) | 9.1739434 |
| Skewness | 1.0590337 |
| Sum | 26250.387 |
| Variance | 271.83437 |
| Monotonicity | Not monotonic |
| Value | Count | Frequency (%) |
| 6.846472824 | 1 | 0.1% |
| 29.60087042 | 1 | 0.1% |
| 9.209091291 | 1 | 0.1% |
| 4.721144898 | 1 | 0.1% |
| 30.11807732 | 1 | 0.1% |
| 23.84490409 | 1 | 0.1% |
| 50.03251479 | 1 | 0.1% |
| 5.981520785 | 1 | 0.1% |
| 31.40974627 | 1 | 0.1% |
| 15.72584671 | 1 | 0.1% |
| Other values (1093) | 1093 |
| Value | Count | Frequency (%) |
| 3.54520472 | 1 | |
| 3.574255869 | 1 | |
| 3.580741523 | 1 | |
| 3.609393284 | 1 | |
| 3.64027762 | 1 | |
| 3.640415877 | 1 | |
| 3.695634412 | 1 | |
| 3.729029831 | 1 | |
| 3.808951023 | 1 | |
| 3.821171665 | 1 |
| Value | Count | Frequency (%) |
| 100 | 1 | |
| 97.70410177 | 1 | |
| 79.93488282 | 1 | |
| 79.78081586 | 1 | |
| 75.04752053 | 1 | |
| 72.7827428 | 1 | |
| 71.34715853 | 1 | |
| 71.21471779 | 1 | |
| 69.3170142 | 1 | |
| 67.56607076 | 1 |
lng
Real number (ℝ)
| Distinct | 1022 |
|---|---|
| Distinct (%) | 92.7% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Mean | 4.8911576 |
| Minimum | 4.7755 |
|---|---|
| Maximum | 5.01077 |
| Zeros | 0 |
| Zeros (%) | 0.0% |
| Negative | 0 |
| Negative (%) | 0.0% |
| Memory size | 8.7 KiB |
Quantile statistics
| Minimum | 4.7755 |
|---|---|
| 5-th percentile | 4.829621 |
| Q1 | 4.871 |
| median | 4.89001 |
| Q3 | 4.907315 |
| 95-th percentile | 4.968632 |
| Maximum | 5.01077 |
| Range | 0.23527 |
| Interquartile range (IQR) | 0.036315 |
Descriptive statistics
| Standard deviation | 0.038882079 |
|---|---|
| Coefficient of variation (CV) | 0.0079494636 |
| Kurtosis | 1.180797 |
| Mean | 4.8911576 |
| Median Absolute Deviation (MAD) | 0.01801 |
| Skewness | 0.32041189 |
| Sum | 5394.9468 |
| Variance | 0.0015118161 |
| Monotonicity | Not monotonic |
| Value | Count | Frequency (%) |
| 4.91 | 6 | 0.5% |
| 4.895 | 4 | 0.4% |
| 4.88971 | 3 | 0.3% |
| 4.896 | 3 | 0.3% |
| 4.946 | 3 | 0.3% |
| 4.874 | 3 | 0.3% |
| 4.893 | 3 | 0.3% |
| 4.90369 | 3 | 0.3% |
| 4.878 | 3 | 0.3% |
| 4.875 | 3 | 0.3% |
| Other values (1012) | 1069 |
| Value | Count | Frequency (%) |
| 4.7755 | 1 | |
| 4.77975 | 1 | |
| 4.78027 | 1 | |
| 4.78534 | 1 | |
| 4.78555 | 1 | |
| 4.78591 | 1 | |
| 4.78696 | 1 | |
| 4.78922 | 1 | |
| 4.78942 | 1 | |
| 4.78951 | 1 |
| Value | Count | Frequency (%) |
| 5.01077 | 1 | |
| 5.00974 | 1 | |
| 5.00769 | 1 | |
| 5.00683 | 1 | |
| 5.00633 | 1 | |
| 5.0049 | 1 | |
| 5.00369 | 1 | |
| 5.00232 | 1 | |
| 5.0021 | 1 | |
| 5.00072 | 1 |
lat
Real number (ℝ)
| Distinct | 950 |
|---|---|
| Distinct (%) | 86.1% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Mean | 52.364858 |
| Minimum | 52.2911 |
|---|---|
| Maximum | 52.42348 |
| Zeros | 0 |
| Zeros (%) | 0.0% |
| Negative | 0 |
| Negative (%) | 0.0% |
| Memory size | 8.7 KiB |
Quantile statistics
| Minimum | 52.2911 |
|---|---|
| 5-th percentile | 52.332222 |
| Q1 | 52.35458 |
| median | 52.36559 |
| Q3 | 52.37526 |
| 95-th percentile | 52.395936 |
| Maximum | 52.42348 |
| Range | 0.13238 |
| Interquartile range (IQR) | 0.02068 |
Descriptive statistics
| Standard deviation | 0.019467444 |
|---|---|
| Coefficient of variation (CV) | 0.00037176542 |
| Kurtosis | 2.1350288 |
| Mean | 52.364858 |
| Median Absolute Deviation (MAD) | 0.01046 |
| Skewness | -0.47546214 |
| Sum | 57758.438 |
| Variance | 0.00037898136 |
| Monotonicity | Not monotonic |
| Value | Count | Frequency (%) |
| 52.362 | 5 | 0.5% |
| 52.365 | 4 | 0.4% |
| 52.373 | 4 | 0.4% |
| 52.37062 | 4 | 0.4% |
| 52.394 | 4 | 0.4% |
| 52.36 | 4 | 0.4% |
| 52.366 | 3 | 0.3% |
| 52.364 | 3 | 0.3% |
| 52.37075 | 3 | 0.3% |
| 52.36376 | 3 | 0.3% |
| Other values (940) | 1066 |
| Value | Count | Frequency (%) |
| 52.2911 | 1 | |
| 52.2915 | 1 | |
| 52.29304 | 1 | |
| 52.29306 | 1 | |
| 52.2963 | 1 | |
| 52.2972 | 1 | |
| 52.2977 | 1 | |
| 52.29838 | 1 | |
| 52.29921 | 1 | |
| 52.29924 | 1 |
| Value | Count | Frequency (%) |
| 52.42348 | 1 | |
| 52.42343 | 1 | |
| 52.42337 | 1 | |
| 52.42258 | 1 | |
| 52.42006 | 1 | |
| 52.419 | 1 | |
| 52.4185 | 1 | |
| 52.41772 | 1 | |
| 52.41746 | 1 | |
| 52.41659 | 1 |
| Unnamed: 0 | realSum | cleanliness_rating | guest_satisfaction_overall | bedrooms | dist | metro_dist | attr_index | attr_index_norm | rest_index | rest_index_norm | lng | lat | room_type | room_shared | room_private | person_capacity | host_is_superhost | multi | biz | |
|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|
| Unnamed: 0 | 1.000 | -0.034 | -0.007 | 0.015 | -0.010 | 0.028 | 0.030 | -0.021 | -0.021 | -0.027 | -0.027 | -0.036 | -0.040 | 0.005 | 0.000 | 0.042 | 0.000 | 0.027 | 0.054 | 0.165 |
| realSum | -0.034 | 1.000 | -0.003 | 0.175 | 0.523 | -0.390 | -0.193 | 0.410 | 0.410 | 0.400 | 0.400 | -0.045 | 0.084 | 0.216 | 0.000 | 0.309 | 0.244 | 0.000 | 0.059 | 0.000 |
| cleanliness_rating | -0.007 | -0.003 | 1.000 | 0.571 | -0.022 | -0.006 | 0.001 | 0.001 | 0.001 | 0.003 | 0.003 | -0.039 | 0.003 | 0.016 | 0.000 | 0.032 | 0.024 | 0.343 | 0.000 | 0.067 |
| guest_satisfaction_overall | 0.015 | 0.175 | 0.571 | 1.000 | 0.131 | 0.011 | 0.060 | -0.016 | -0.016 | -0.015 | -0.015 | -0.063 | 0.026 | 0.048 | 0.000 | 0.094 | 0.000 | 0.327 | 0.000 | 0.130 |
| bedrooms | -0.010 | 0.523 | -0.022 | 0.131 | 1.000 | 0.056 | 0.014 | -0.040 | -0.040 | -0.049 | -0.049 | -0.025 | -0.033 | 0.311 | 0.000 | 0.437 | 0.391 | 0.099 | 0.119 | 0.125 |
| dist | 0.028 | -0.390 | -0.006 | 0.011 | 0.056 | 1.000 | 0.401 | -0.951 | -0.951 | -0.961 | -0.961 | 0.037 | -0.407 | 0.187 | 0.116 | 0.236 | 0.000 | 0.097 | 0.070 | 0.139 |
| metro_dist | 0.030 | -0.193 | 0.001 | 0.060 | 0.014 | 0.401 | 1.000 | -0.488 | -0.488 | -0.483 | -0.483 | -0.161 | 0.248 | 0.081 | 0.000 | 0.115 | 0.000 | 0.000 | 0.000 | 0.154 |
| attr_index | -0.021 | 0.410 | 0.001 | -0.016 | -0.040 | -0.951 | -0.488 | 1.000 | 1.000 | 0.989 | 0.989 | -0.088 | 0.206 | 0.000 | 0.000 | 0.056 | 0.000 | 0.000 | 0.000 | 0.138 |
| attr_index_norm | -0.021 | 0.410 | 0.001 | -0.016 | -0.040 | -0.951 | -0.488 | 1.000 | 1.000 | 0.989 | 0.989 | -0.088 | 0.206 | 0.000 | 0.000 | 0.056 | 0.000 | 0.000 | 0.000 | 0.138 |
| rest_index | -0.027 | 0.400 | 0.003 | -0.015 | -0.049 | -0.961 | -0.483 | 0.989 | 0.989 | 1.000 | 1.000 | -0.082 | 0.219 | 0.116 | 0.000 | 0.175 | 0.000 | 0.000 | 0.085 | 0.165 |
| rest_index_norm | -0.027 | 0.400 | 0.003 | -0.015 | -0.049 | -0.961 | -0.483 | 0.989 | 0.989 | 1.000 | 1.000 | -0.082 | 0.219 | 0.116 | 0.000 | 0.175 | 0.000 | 0.000 | 0.085 | 0.165 |
| lng | -0.036 | -0.045 | -0.039 | -0.063 | -0.025 | 0.037 | -0.161 | -0.088 | -0.088 | -0.082 | -0.082 | 1.000 | -0.087 | 0.123 | 0.067 | 0.157 | 0.045 | 0.024 | 0.108 | 0.127 |
| lat | -0.040 | 0.084 | 0.003 | 0.026 | -0.033 | -0.407 | 0.248 | 0.206 | 0.206 | 0.219 | 0.219 | -0.087 | 1.000 | 0.112 | 0.073 | 0.140 | 0.000 | 0.000 | 0.000 | 0.075 |
| room_type | 0.005 | 0.216 | 0.016 | 0.048 | 0.311 | 0.187 | 0.081 | 0.000 | 0.000 | 0.116 | 0.116 | 0.123 | 0.112 | 1.000 | 1.000 | 1.000 | 0.268 | 0.168 | 0.240 | 0.074 |
| room_shared | 0.000 | 0.000 | 0.000 | 0.000 | 0.000 | 0.116 | 0.000 | 0.000 | 0.000 | 0.000 | 0.000 | 0.067 | 0.073 | 1.000 | 1.000 | 0.055 | 0.047 | 0.000 | 0.000 | 0.000 |
| room_private | 0.042 | 0.309 | 0.032 | 0.094 | 0.437 | 0.236 | 0.115 | 0.056 | 0.056 | 0.175 | 0.175 | 0.157 | 0.140 | 1.000 | 0.055 | 1.000 | 0.374 | 0.168 | 0.235 | 0.074 |
| person_capacity | 0.000 | 0.244 | 0.024 | 0.000 | 0.391 | 0.000 | 0.000 | 0.000 | 0.000 | 0.000 | 0.000 | 0.045 | 0.000 | 0.268 | 0.047 | 0.374 | 1.000 | 0.082 | 0.154 | 0.092 |
| host_is_superhost | 0.027 | 0.000 | 0.343 | 0.327 | 0.099 | 0.097 | 0.000 | 0.000 | 0.000 | 0.000 | 0.000 | 0.024 | 0.000 | 0.168 | 0.000 | 0.168 | 0.082 | 1.000 | 0.090 | 0.132 |
| multi | 0.054 | 0.059 | 0.000 | 0.000 | 0.119 | 0.070 | 0.000 | 0.000 | 0.000 | 0.085 | 0.085 | 0.108 | 0.000 | 0.240 | 0.000 | 0.235 | 0.154 | 0.090 | 1.000 | 0.236 |
| biz | 0.165 | 0.000 | 0.067 | 0.130 | 0.125 | 0.139 | 0.154 | 0.138 | 0.138 | 0.165 | 0.165 | 0.127 | 0.075 | 0.074 | 0.000 | 0.074 | 0.092 | 0.132 | 0.236 | 1.000 |
| Unnamed: 0 | realSum | room_type | room_shared | room_private | person_capacity | host_is_superhost | multi | biz | cleanliness_rating | guest_satisfaction_overall | bedrooms | dist | metro_dist | attr_index | attr_index_norm | rest_index | rest_index_norm | lng | lat | |
|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|
| 0 | 0 | 194.033698 | Private room | False | True | 2.0 | False | 1 | 0 | 10.0 | 93.0 | 1 | 5.022964 | 2.539380 | 78.690379 | 4.166708 | 98.253896 | 6.846473 | 4.90569 | 52.41772 |
| 1 | 1 | 344.245776 | Private room | False | True | 4.0 | False | 0 | 0 | 8.0 | 85.0 | 1 | 0.488389 | 0.239404 | 631.176378 | 33.421209 | 837.280757 | 58.342928 | 4.90005 | 52.37432 |
| 2 | 2 | 264.101422 | Private room | False | True | 2.0 | False | 0 | 1 | 9.0 | 87.0 | 1 | 5.748312 | 3.651621 | 75.275877 | 3.985908 | 95.386955 | 6.646700 | 4.97512 | 52.36103 |
| 3 | 3 | 433.529398 | Private room | False | True | 4.0 | False | 0 | 1 | 9.0 | 90.0 | 2 | 0.384862 | 0.439876 | 493.272534 | 26.119108 | 875.033098 | 60.973565 | 4.89417 | 52.37663 |
| 4 | 4 | 485.552926 | Private room | False | True | 2.0 | True | 0 | 0 | 10.0 | 98.0 | 1 | 0.544738 | 0.318693 | 552.830324 | 29.272733 | 815.305740 | 56.811677 | 4.90051 | 52.37508 |
| 5 | 5 | 552.808567 | Private room | False | True | 3.0 | False | 0 | 0 | 8.0 | 100.0 | 2 | 2.131420 | 1.904668 | 174.788957 | 9.255191 | 225.201662 | 15.692376 | 4.87699 | 52.38966 |
| 6 | 6 | 215.124317 | Private room | False | True | 2.0 | False | 0 | 0 | 10.0 | 94.0 | 1 | 1.881092 | 0.729747 | 200.167652 | 10.599010 | 242.765524 | 16.916251 | 4.91570 | 52.38296 |
| 7 | 7 | 2771.307384 | Entire home/apt | False | False | 4.0 | True | 0 | 0 | 10.0 | 100.0 | 3 | 1.686807 | 1.458404 | 208.808109 | 11.056528 | 272.313823 | 18.975219 | 4.88467 | 52.38749 |
| 8 | 8 | 1001.804420 | Entire home/apt | False | False | 4.0 | False | 0 | 0 | 9.0 | 96.0 | 2 | 3.719141 | 1.196112 | 106.226456 | 5.624761 | 133.876202 | 9.328686 | 4.86459 | 52.40175 |
| 9 | 9 | 276.521454 | Private room | False | True | 2.0 | False | 1 | 0 | 10.0 | 88.0 | 1 | 3.142361 | 0.924404 | 206.252862 | 10.921226 | 238.291258 | 16.604478 | 4.87600 | 52.34700 |
| Unnamed: 0 | realSum | room_type | room_shared | room_private | person_capacity | host_is_superhost | multi | biz | cleanliness_rating | guest_satisfaction_overall | bedrooms | dist | metro_dist | attr_index | attr_index_norm | rest_index | rest_index_norm | lng | lat | |
|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|
| 1093 | 1093 | 909.474375 | Entire home/apt | False | False | 4.0 | False | 0 | 0 | 8.0 | 86.0 | 2 | 2.135919 | 0.256965 | 405.486553 | 21.470782 | 460.676738 | 32.100618 | 4.88701 | 52.35440 |
| 1094 | 1094 | 228.716050 | Private room | False | True | 3.0 | True | 0 | 0 | 10.0 | 98.0 | 1 | 7.628766 | 2.927773 | 61.792169 | 3.271936 | 76.466601 | 5.328303 | 4.79162 | 52.34422 |
| 1095 | 1095 | 378.693788 | Entire home/apt | False | False | 2.0 | False | 0 | 0 | 9.0 | 83.0 | 1 | 3.326725 | 1.330570 | 181.298148 | 9.599857 | 216.228585 | 15.067119 | 4.86162 | 52.35037 |
| 1096 | 1096 | 295.034331 | Private room | False | True | 2.0 | False | 0 | 1 | 8.0 | 86.0 | 1 | 4.880430 | 0.884337 | 107.334737 | 5.683446 | 132.699137 | 9.246667 | 4.84422 | 52.34116 |
| 1097 | 1097 | 356.197127 | Private room | False | True | 4.0 | True | 0 | 0 | 10.0 | 95.0 | 1 | 2.169253 | 0.212113 | 224.433556 | 11.883906 | 291.785726 | 20.332049 | 4.91118 | 52.35718 |
| 1098 | 1098 | 2486.115342 | Entire home/apt | False | False | 2.0 | False | 0 | 0 | 10.0 | 100.0 | 1 | 2.375833 | 1.436054 | 181.198355 | 9.594573 | 225.304203 | 15.699521 | 4.85869 | 52.37677 |
| 1099 | 1099 | 233.637194 | Private room | False | True | 2.0 | False | 1 | 0 | 10.0 | 90.0 | 1 | 4.719736 | 0.322263 | 108.024880 | 5.719989 | 134.775277 | 9.391335 | 4.83611 | 52.34910 |
| 1100 | 1100 | 317.062311 | Private room | False | True | 2.0 | False | 1 | 0 | 10.0 | 92.0 | 1 | 0.598355 | 0.751993 | 440.476515 | 23.323524 | 625.947562 | 43.616927 | 4.88897 | 52.37798 |
| 1101 | 1101 | 1812.855904 | Entire home/apt | False | False | 4.0 | False | 0 | 0 | 8.0 | 84.0 | 5 | 1.943020 | 0.388532 | 257.948105 | 13.658524 | 336.589237 | 23.454022 | 4.90688 | 52.35794 |
| 1102 | 1102 | 258.008577 | Shared room | True | False | 2.0 | False | 0 | 0 | 8.0 | 90.0 | 1 | 0.280204 | 0.516217 | 533.962653 | 28.273677 | 807.492307 | 56.267226 | 4.89295 | 52.37575 |